Diagnosis of Community-Acquired pneumonia in children using photoplethysmography and Machine learning-based classifier.
Kehkashan KanwalSyed Ghufran KhalidMuhammad AsifFarhana ZafarAisha Ghazal QurashiPublished in: Biomed. Signal Process. Control. (2024)
Keyphrases
- machine learning
- decision trees
- feature selection
- support vector machine
- learning algorithm
- learning classifier systems
- pattern recognition
- training data
- feature space
- training set
- machine learning algorithms
- text classification
- artificial intelligence
- supervised classification
- pilot study
- young children
- classification process
- machine learning methods
- support vector
- multiple classifier systems
- classification scheme
- svm classifier
- medical diagnosis
- online communities
- fault detection
- learning problems
- classification algorithm
- fault diagnosis
- training samples
- classifier combination
- feature set
- text mining
- social support
- model based diagnosis
- virtual communities
- social networks
- knowledge acquisition
- computer vision
- multi class
- information extraction